对多层前向神经网络研究的几点看法
Some Views on the Research of Multilayer Feedforward Neural Networks
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摘要: 从不同的领域对多层前向网络的作用本质作了分析,对泛化能力、模型选择、有限样 本量等主要问题做了定性讨论;对当前前向网络研究中的一些问题提出了看法.Abstract: The essential function of multilayered feedforward nerwork was analysed from the point of view of various discipline. Generalization ability, model selection and the problem of limited sample size were discussed qualitatively. Some problems in the research of multilayer feedforward network are pointed out.
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Key words:
- Neural network /
- multilayer perception /
- statistical modeling
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